Three Books About the Mathematics of Data
There are plenty of resources on the Internet to learn linear algebra or to get a refresher, including our own tutorial (here). Below are three interesting books found on...
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Google Machine Learning Glossary
This glossary defines general machine learning terms as well as terms specific to TensorFlow. Below is a small selection of the most popular entries. You can access this ...
Free Textbook: Probability Course, Harvard University (Based on R)
A free online version of the second edition of the book based on Stat 110, Introduction to Probability by Joe Blitzstein and Jessica Hwang, is now available here. Pri...
Deep Knowledge: Next Step After Deep Learning
This article was written by David March. Data science has been around since mankind first did experiments and recorded data. It is only since the advent of big and hete...
What is Data Lake and How to Improve Data Lake Quality
Introduction Building data pipelines is a core component of data science at a startup. In order to build data products, you need to be able to collect data points from mi...
Price Forecasting: Applying Machine Learning Approaches to Electricity, Flights, Hotels, Real Estate, and Stock Pricing
When you give customers advice that can help them save some money, they will pay you back with loyalty, which is priceless. Interesting fact: Fareboom users started spe...
29 Statistical Concepts Explained in Simple English – Part 13
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Implementing Knowledge Graphs in Enterprises – Some Tips and Trends
Tips Don’t try to put the cart before the horse: realize that efficient data preparation (and thus interoperable standards) and data quality, especially in the ente...
Artificial Intelligence Is Spurring Innovation In The Field Of Education!
Artificial Intelligence is spreading its wings almost everywhere. Starting from the businesses to even the agricultural fields, AI is powering the world in many ways than...
Successful Augmented Analytics Initiatives Do Not End with Implementation!
The successful implementation of an augmented analytics solution for business users is not just about choosing a cost-effective tool and completing a timely deployment, n...